Basic Statistics

Raw Counts

Name Value
Rows 307,511
Columns 56
Discrete columns 12
Continuous columns 44
All missing columns 0
Missing observations 412,799
Complete Rows 167,732
Total observations 17,220,616
Memory allocation 131.4 Mb

Percentages

Data Structure

Missing Data Profile

Univariate Distribution

Histogram

Bar Chart (with frequency)

QQ Plot

## Warning: Removed 1 rows containing non-finite values (stat_qq).
## Warning: Removed 1 rows containing non-finite values (stat_qq_line).

## Warning: Removed 1 rows containing non-finite values (stat_qq).
## Removed 1 rows containing non-finite values (stat_qq_line).

## Warning: Removed 182 rows containing non-finite values (stat_qq).
## Warning: Removed 182 rows containing non-finite values (stat_qq_line).

## Warning: Removed 708 rows containing non-finite values (stat_qq).
## Warning: Removed 708 rows containing non-finite values (stat_qq_line).

Correlation Analysis

Principal Component Analysis